Language Models

Translationese as a Language in “Multilingual” NMT ACL 2020 UNIFIEDQA: Crossing Format Boundaries with a Single QA System EMNLP 2020 Unsupervised Domain Clusters in Pretrained Language Models ACL 2020 WantWords: An Open-source Online Reverse Dictionary System EMNLP 2020 What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020 Word Frequency Does Not Predict Grammatical Knowledge in Language Models EMNLP 2020 X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020 X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset EMNLP 2020 Automatic Argument Quality Assessment - New Datasets and Methods EMNLP 2019 Autoregressive Text Generation Beyond Feedback Loops EMNLP 2019 Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019 Can Unconditional Language Models Recover Arbitrary Sentences? NeurIPS 2019 Commonsense Knowledge Mining from Pretrained Models EMNLP 2019 Comparison of Diverse Decoding Methods from Conditional Language Models ACL 2019 Contextual Text Denoising with Masked Language Model EMNLP 2019 Effective Sentence Scoring Method Using BERT for Speech Recognition ACML 2019 Energy and Policy Considerations for Deep Learning in NLP ACL 2019 Evaluating BERT for natural language inference: A case study on the CommitmentBank EMNLP 2019 Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019 Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019 Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction ACL 2019 GEM: Generative Enhanced Model for adversarial attacks EMNLP 2019 Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019 Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019 How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019